Introduction

I can add stuff here too, right?

Items

ID

Distribution

0 missings.

Summary statistics

name	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
ID	numeric	0	247	247	124	71.45	1	62.5	124	185.5	247	<U+	2587><	U+2587> F8.2 0

Source

Distribution

0 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Source	Source	numeric	1. Email, 2. JPHMP, 3. RWJF	0	247	247	1.08	0.36	1	1	1	1	3	<U+	2581><	U+2581> F1.0 0

Value labels

Email: 1
JPHMP: 2
RWJF: 3

StartDate

Distribution

## 247  unique, categorical values, so not shown.

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	n_unique	median	min	max	format.spss	display_width
StartDate	StartDate	POSIXct	0	247	247	247	2017-09-21	2017-09-19	2017-10-18	DATETIME20	0

EndDate

Distribution

## 246  unique, categorical values, so not shown.

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	n_unique	median	min	max	format.spss	display_width
EndDate	EndDate	POSIXct	0	247	247	246	2017-09-21	2017-09-19	2017-10-18	DATETIME20	0

Finished

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Finished	Finished	numeric	0	247	247	0.85	0.36	0	1	1	1	1	<U+	2581><	U+2581> F1.0 0

Q2

Research Reproducibility in Public Health

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q2	Research Reproducibility in Public Health	numeric	0	247	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Q3

Introduction

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q3	Introduction	numeric	0	247	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Q4_1

Primary job responsibilities-Data collection

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q4_1	Primary job responsibilities-Data collection	numeric	0	247	247	0.52	0.5	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q4_2

Primary job responsibilities-Data management

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q4_2	Primary job responsibilities-Data management	numeric	0	247	247	0.79	0.41	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q4_3

Primary job responsibilities-Descriptive analysis

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q4_3	Primary job responsibilities-Descriptive analysis	numeric	0	247	247	0.9	0.3	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q4_4

Primary job responsibilities-Inferential analysis

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q4_4	Primary job responsibilities-Inferential analysis	numeric	0	247	247	0.77	0.42	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q4_5

Primary job responsibilities-Visualization/graph production

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q4_5	Primary job responsibilities-Visualization/graph production	numeric	0	247	247	0.75	0.43	0	0.5	1	1	1	<U+	2581><	U+2581> F8.0 0

Q4_6

Primary job responsibilities-Contributing to publications or reports

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q4_6	Primary job responsibilities-Contributing to publications or reports	numeric	0	247	247	0.94	0.24	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q5

Publication work

Distribution

233 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q5	Publication work	numeric	1. Yes, 2. No	233	14	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Value labels

Yes: 1
No: 2

Q7_1_1

Data and code storage-Data-In the cloud (e.g., Dropbox, GitHub)

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_1_1	Data and code storage-Data-In the cloud (e.g., Dropbox, GitHub)	numeric	21	226	247	0.28	0.45	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q7_1_2

Data and code storage-Data-On a local server at your workplace

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_1_2	Data and code storage-Data-On a local server at your workplace	numeric	21	226	247	0.69	0.46	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q7_1_3

Data and code storage-Data-On a desktop computer

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_1_3	Data and code storage-Data-On a desktop computer	numeric	21	226	247	0.26	0.44	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q7_1_4

Data and code storage-Data-On a laptop computer

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_1_4	Data and code storage-Data-On a laptop computer	numeric	21	226	247	0.34	0.47	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q7_1_5

Data and code storage-Data-On a removable storage device (e.g., USB drive, CD)

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_1_5	Data and code storage-Data-On a removable storage device (e.g., USB drive, CD)	numeric	21	226	247	0.19	0.39	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q7_1_6

Data and code storage-Data-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software)

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_1_6	Data and code storage-Data-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software)	numeric	21	226	247	0	0	0	0	0	0	0	<U+	2581><	U+2587> F8.0 0

Q7_2_1

Data and code storage-Statistical code-In the cloud (e.g., Dropbox, GitHub)

Distribution

23 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_2_1	Data and code storage-Statistical code-In the cloud (e.g., Dropbox, GitHub)	numeric	23	224	247	0.27	0.45	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q7_2_2

Data and code storage-Statistical code-On a local server at your workplace

Distribution

23 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_2_2	Data and code storage-Statistical code-On a local server at your workplace	numeric	23	224	247	0.58	0.5	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q7_2_3

Data and code storage-Statistical code-On a desktop computer

Distribution

23 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_2_3	Data and code storage-Statistical code-On a desktop computer	numeric	23	224	247	0.29	0.45	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q7_2_4

Data and code storage-Statistical code-On a laptop computer

Distribution

23 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_2_4	Data and code storage-Statistical code-On a laptop computer	numeric	23	224	247	0.33	0.47	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q7_2_5

Data and code storage-Statistical code-On a removable storage device (e.g., USB drive, CD)

Distribution

23 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_2_5	Data and code storage-Statistical code-On a removable storage device (e.g., USB drive, CD)	numeric	23	224	247	0.16	0.37	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q7_2_6

Data and code storage-Statistical code-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software)

Distribution

23 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q7_2_6	Data and code storage-Statistical code-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software)	numeric	23	224	247	0.094	0.29	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q8_1_1

Files storage location-Data-In project-specific folders or directories

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q8_1_1	Files storage location-Data-In project-specific folders or directories	numeric	21	226	247	0.97	0.17	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q8_1_2

Files storage location-Data-In folders or directories not specific to the project

Distribution

21 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q8_1_2	Files storage location-Data-In folders or directories not specific to the project	numeric	21	226	247	0.088	0.28	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q8_2_1

Files storage location-Statistical code-In project-specific folders or directories

Distribution

44 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q8_2_1	Files storage location-Statistical code-In project-specific folders or directories	numeric	44	203	247	0.98	0.16	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q8_2_2

Files storage location-Statistical code-In folders or directories not specific to the project

Distribution

44 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q8_2_2	Files storage location-Statistical code-In folders or directories not specific to the project	numeric	44	203	247	0.074	0.26	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q9_1

Files organization-Data

Distribution

23 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q9_1	Files organization-Data	numeric	1. In a single file, 2. In multiple files	23	224	247	1.76	0.43	1	2	2	2	2	<U+	2581><	U+2581> F8.0 0

Value labels

In a single file: 1
In multiple files: 2

Q9_2

Files organization-Statistical code

Distribution

45 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q9_2	Files organization-Statistical code	numeric	1. In a single file, 2. In multiple files	45	202	247	1.72	0.45	1	1	2	2	2	<U+	2581><	U+2581> F8.0 0

Value labels

In a single file: 1
In multiple files: 2

Q10_1_1

Files accessibility-Data-Shareable with anyone (public)

Distribution

26 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q10_1_1	Files accessibility-Data-Shareable with anyone (public)	numeric	26	221	247	0.018	0.13	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q10_1_2

Files accessibility-Data-Shareable but secure (i.e., authorized access only)

Distribution

26 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q10_1_2	Files accessibility-Data-Shareable but secure (i.e., authorized access only)	numeric	26	221	247	0.68	0.47	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q10_1_3

Files accessibility-Data-Private

Distribution

26 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q10_1_3	Files accessibility-Data-Private	numeric	26	221	247	0.38	0.49	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q10_2_1

Files accessibility-Statistical code-Shareable with anyone (public)

Distribution

49 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q10_2_1	Files accessibility-Statistical code-Shareable with anyone (public)	numeric	49	198	247	0.045	0.21	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q10_2_2

Files accessibility-Statistical code-Shareable but secure (i.e., authorized access only)

Distribution

49 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q10_2_2	Files accessibility-Statistical code-Shareable but secure (i.e., authorized access only)	numeric	49	198	247	0.65	0.48	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q10_2_3

Files accessibility-Statistical code-Private

Distribution

49 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q10_2_3	Files accessibility-Statistical code-Private	numeric	49	198	247	0.39	0.49	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q11_1

Location ease-Data

Distribution

26 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q11_1	Location ease-Data	numeric	1. Very easy, 2. Somewhat easy, 3. Somewhat difficult, 4. Very difficult	26	221	247	2.22	1.01	1	1	2	3	4	<U+	2581><	U+2581> F8.0 0

Value labels

Very easy: 1
Somewhat easy: 2
Somewhat difficult: 3
Very difficult: 4

Q11_2

Location ease-Statistical code

Distribution

48 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q11_2	Location ease-Statistical code	numeric	1. Very easy, 2. Somewhat easy, 3. Somewhat difficult, 4. Very difficult	48	199	247	2.46	1.02	1	2	2	3	4	<U+	2581><	U+2581> F8.0 0

Value labels

Very easy: 1
Somewhat easy: 2
Somewhat difficult: 3
Very difficult: 4

Q12_1

Files storage process-Data

Distribution

27 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q12_1	Files storage process-Data	numeric	1. No set process, 2. A set process developed in-house, 3. A set process developed externally	27	220	247	1.86	0.51	1	2	2	2	3	<U+	2581><	U+2587> F8.0 0

Value labels

No set process: 1
A set process developed in-house: 2
A set process developed externally: 3

Q12_2

Files storage process-Statistical code

Distribution

27 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q12_2	Files storage process-Statistical code	numeric	1. No set process, 2. A set process developed in-house, 3. A set process developed externally	27	220	247	1.75	0.55	1	1	2	2	3	<U+	2581><	U+2587> F8.0 0

Value labels

No set process: 1
A set process developed in-house: 2
A set process developed externally: 3

Q13

Code annotation and documentation

Distribution

49 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q13	Code annotation and documentation	numeric	49	198	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Q14

Variable dictionary

Distribution

29 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q14	Variable dictionary	numeric	1. Yes, 2. No	29	218	247	1.25	0.43	1	1	1	1	2	<U+	2581><	U+2581> F8.0 0

Value labels

Yes: 1
No: 2

Q15

Prolog

Distribution

49 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q15	Prolog	numeric	1. Yes, 2. No	49	198	247	1.33	0.47	1	1	1	2	2	<U+	2581><	U+2581> F8.0 0

Value labels

Yes: 1
No: 2

Q16_1

Prolog contents-Project name

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_1	Prolog contents-Project name	numeric	115	132	247	0.8	0.4	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q16_2

Prolog contents-Code developer name

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_2	Prolog contents-Code developer name	numeric	115	132	247	0.57	0.5	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q16_3

Prolog contents-Contact information for the code developer or another author

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_3	Prolog contents-Contact information for the code developer or another author	numeric	115	132	247	0.14	0.35	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q16_4

Prolog contents-The purpose of the code

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_4	Prolog contents-The purpose of the code	numeric	115	132	247	0.89	0.32	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q16_5

Prolog contents-Information about the language/program used to run the code (e.g., software package, version of language)

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_5	Prolog contents-Information about the language/program used to run the code (e.g., software package, version of language)	numeric	115	132	247	0.26	0.44	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q16_6

Prolog contents-File paths or other locating information for the data

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_6	Prolog contents-File paths or other locating information for the data	numeric	115	132	247	0.62	0.49	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q16_7

Prolog contents-File paths or other locating information for the statistical code

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_7	Prolog contents-File paths or other locating information for the statistical code	numeric	115	132	247	0.34	0.48	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q16_8

Prolog contents-The last date the code was edited

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_8	Prolog contents-The last date the code was edited	numeric	115	132	247	0.58	0.5	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q16_9

Prolog contents-Something else (please specify):

Distribution

115 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q16_9	Prolog contents-Something else (please specify):	numeric	115	132	247	0.14	0.34	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q16_9_TEXT

Prolog contents-Something else (please specify):-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q16_9_TEXT	Prolog contents-Something else (please specify):-TEXT	character	0	247	247	230	18	0	115	A255	0

Q17

Statistical code comments

Distribution

49 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q17	Statistical code comments	numeric	1. Yes, 2. No	49	198	247	1.15	0.36	1	1	1	1	2	<U+	2581><	U+2581> F8.0 0

Value labels

Yes: 1
No: 2

Q18

Code comment comprehensiveness

Distribution

81 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q18	Code comment comprehensiveness	numeric	1. Comprehensive: most or all steps of analysis have comments, 2. Moderate: comments used regularly throughout the code for new sections and clarification, 3. Sparse: few or no comments used	81	166	247	1.88	0.59	1	2	2	2	3	<U+	2581><	U+2587> F8.0 0

Value labels

Comprehensive: most or all steps of analysis have comments: 1
Moderate: comments used regularly throughout the code for new sections and clarification: 2
Sparse: few or no comments used: 3

Q19

Guidelines

Distribution

80 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q19	Guidelines	numeric	1. Yes, closely followed guidelines, 2. Yes, partially followed guidelines, 3. No	80	167	247	2.54	0.67	1	2	3	3	3	<U+	2581><	U+2583> F8.0 0

Value labels

Yes, closely followed guidelines: 1
Yes, partially followed guidelines: 2
No: 3

Q20_1

Specific guidelines-Googles R Style Guide

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_1	Specific guidelines-Googles R Style Guide	numeric	188	59	247	0.14	0.35	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_2

Specific guidelines-Bioconductors Coding Standards (R)

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_2	Specific guidelines-Bioconductors Coding Standards (R)	numeric	188	59	247	0.017	0.13	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_3

Specific guidelines-Hadley Wickhams Style Guide (R)

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_3	Specific guidelines-Hadley Wickhams Style Guide (R)	numeric	188	59	247	0.068	0.25	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_4

Specific guidelines-Henrik Bengtssons R Coding Conventions

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_4	Specific guidelines-Henrik Bengtssons R Coding Conventions	numeric	188	59	247	0.034	0.18	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_5

Specific guidelines-Colin Gillespies R Style Guide

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_5	Specific guidelines-Colin Gillespies R Style Guide	numeric	188	59	247	0	0	0	0	0	0	0	<U+	2581><	U+2587> F8.0 0

Q20_6

Specific guidelines-SAS Style Guide

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_6	Specific guidelines-SAS Style Guide	numeric	188	59	247	0.53	0.5	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q20_7

Specific guidelines-Guidelines for Coding of SAS Programs

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_7	Specific guidelines-Guidelines for Coding of SAS Programs	numeric	188	59	247	0.25	0.44	0	0	0	0.5	1	<U+	2581><	U+2581> F8.0 0

Q20_8

Specific guidelines-Suggestions on Stata Programming Style

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_8	Specific guidelines-Suggestions on Stata Programming Style	numeric	188	59	247	0.085	0.28	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_9

Specific guidelines-Google Python Style Guide

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_9	Specific guidelines-Google Python Style Guide	numeric	188	59	247	0.017	0.13	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_10

Specific guidelines-GNU Mailman Style Guide (Python)

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_10	Specific guidelines-GNU Mailman Style Guide (Python)	numeric	188	59	247	0	0	0	0	0	0	0	<U+	2581><	U+2587> F8.0 0

Q20_11

Specific guidelines-Style Guide for Python Code: PEP 8

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_11	Specific guidelines-Style Guide for Python Code: PEP 8	numeric	188	59	247	0.034	0.18	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_12

Specific guidelines-Visual Basic Coding Conventions (Excel, Access)

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_12	Specific guidelines-Visual Basic Coding Conventions (Excel, Access)	numeric	188	59	247	0.085	0.28	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_13

Specific guidelines-MATLAB Style Guidelines

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_13	Specific guidelines-MATLAB Style Guidelines	numeric	188	59	247	0.034	0.18	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_14

Specific guidelines-Something else (please specify):

Distribution

188 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q20_14	Specific guidelines-Something else (please specify):	numeric	188	59	247	0.17	0.38	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q20_14_TEXT

Specific guidelines-Something else (please specify):-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q20_14_TEXT	Specific guidelines-Something else (please specify):-TEXT	character	0	247	247	237	11	0	142	A255	0

Q21_1

Reasons for following guidelines-Policy of my research team/lab

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_1	Reasons for following guidelines-Policy of my research team/lab	numeric	187	60	247	0.18	0.39	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q21_2

Reasons for following guidelines-Required for publication

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_2	Reasons for following guidelines-Required for publication	numeric	187	60	247	0.1	0.3	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q21_3

Reasons for following guidelines-Makes my life easier

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_3	Reasons for following guidelines-Makes my life easier	numeric	187	60	247	0.83	0.38	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q21_4

Reasons for following guidelines-It produces better code

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_4	Reasons for following guidelines-It produces better code	numeric	187	60	247	0.68	0.47	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q21_5

Reasons for following guidelines-I was taught this way

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_5	Reasons for following guidelines-I was taught this way	numeric	187	60	247	0.63	0.49	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q21_6

Reasons for following guidelines-Improves collaboration

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_6	Reasons for following guidelines-Improves collaboration	numeric	187	60	247	0.47	0.5	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q21_7

Reasons for following guidelines-Increases reproducibility

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_7	Reasons for following guidelines-Increases reproducibility	numeric	187	60	247	0.62	0.49	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q21_8

Reasons for following guidelines-Something else (please specify):

Distribution

187 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q21_8	Reasons for following guidelines-Something else (please specify):	numeric	187	60	247	0.067	0.25	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q21_8_TEXT

Reasons for following guidelines-Something else (please specify):-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q21_8_TEXT	Reasons for following guidelines-Something else (please specify):-TEXT	character	0	247	247	244	4	0	41	A255	0

Q22_1

Code formatting-Used nouns for variables and/or verbs for functions

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_1	Code formatting-Used nouns for variables and/or verbs for functions	numeric	52	195	247	-0.18	7.13	-99	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q22_2

Code formatting-Limited lines of code to a certain length (e.g., 80 characters maximum)

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_2	Code formatting-Limited lines of code to a certain length (e.g., 80 characters maximum)	numeric	52	195	247	-0.19	7.13	-99	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q22_3

Code formatting-Included metadata, such as the date or project name, in the file title

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_3	Code formatting-Included metadata, such as the date or project name, in the file title	numeric	52	195	247	-0.072	7.14	-99	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q22_4

Code formatting-Included seed values for analyses that included randomness

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_4	Code formatting-Included seed values for analyses that included randomness	numeric	52	195	247	-0.27	7.12	-99	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q22_5

Code formatting-Used a consistent way to name variables and functions (e.g., all lower case, camel case, meaningful words, etc)

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_5	Code formatting-Used a consistent way to name variables and functions (e.g., all lower case, camel case, meaningful words, etc)	numeric	52	195	247	0.27	7.16	-99	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q22_6

Code formatting-Separated analysis steps with white space or blank lines

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_6	Code formatting-Separated analysis steps with white space or blank lines	numeric	52	195	247	0.3	7.16	-99	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q22_7

Code formatting-Used indentation to group lines of code within procedures/functions

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_7	Code formatting-Used indentation to group lines of code within procedures/functions	numeric	52	195	247	0.056	7.15	-99	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q22_8

Code formatting-Wrote functions for tasks repeated multiple times

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_8	Code formatting-Wrote functions for tasks repeated multiple times	numeric	52	195	247	0	7.14	-99	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q22_9

Code formatting-Included some results within the annotation (e.g., mean age = 39, outcome did not meet normality assumption)

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_9	Code formatting-Included some results within the annotation (e.g., mean age = 39, outcome did not meet normality assumption)	numeric	52	195	247	-0.1	7.14	-99	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q22_10

Code formatting-Integrated code with text and results into a single output, also known as literate programming (e.g., Sweave, Jupyter Notebook, R Markdown)

Distribution

52 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_10	Code formatting-Integrated code with text and results into a single output, also known as literate programming (e.g., Sweave, Jupyter Notebook, R Markdown)	numeric	52	195	247	-0.46	7.1	-99	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q22_11

Code formatting-Something else (please specify):

Distribution

53 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_11	Code formatting-Something else (please specify):	numeric	53	194	247	0.031	0.17	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q22_11_TEXT

Code formatting-Something else (please specify):-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q22_11_TEXT	Code formatting-Something else (please specify):-TEXT	character	0	247	247	242	6	0	122	A255	0

Q22_12

Code formatting-None of the above

Distribution

53 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q22_12	Code formatting-None of the above	numeric	53	194	247	0.026	0.16	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q23

Reproducibility of statistical analyses

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q23	Reproducibility of statistical analyses	numeric	32	215	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Q24_1

Publication contents-Software used

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_1	Publication contents-Software used	numeric	32	215	247	0.8	0.4	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_2

Publication contents-Units of analysis (e.g., people, health departments)

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_2	Publication contents-Units of analysis (e.g., people, health departments)	numeric	32	215	247	0.84	0.37	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_3

Publication contents-Details on missing data handling

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_3	Publication contents-Details on missing data handling	numeric	32	215	247	0.65	0.48	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_4

Publication contents-Variable recoding details

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_4	Publication contents-Variable recoding details	numeric	32	215	247	0.53	0.5	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_5

Publication contents-The name, units, and types of variable analyzed

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_5	Publication contents-The name, units, and types of variable analyzed	numeric	32	215	247	0.7	0.46	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_6

Publication contents-The statistical approaches used (e.g., logistic regression, mixed-effects regression)

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_6	Publication contents-The statistical approaches used (e.g., logistic regression, mixed-effects regression)	numeric	32	215	247	0.83	0.37	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_7

Publication contents-The type of test statistics computed (e.g., chi-squared, F)

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_7	Publication contents-The type of test statistics computed (e.g., chi-squared, F)	numeric	32	215	247	0.82	0.39	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_8

Publication contents-The value of test statistics

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_8	Publication contents-The value of test statistics	numeric	32	215	247	0.6	0.49	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_9

Publication contents-The specific variables included in each statistical model

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_9	Publication contents-The specific variables included in each statistical model	numeric	32	215	247	0.67	0.47	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_10

Publication contents-Sample sizes for each analysis

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_10	Publication contents-Sample sizes for each analysis	numeric	32	215	247	0.77	0.42	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_11

Publication contents-Precise p-values when possible (e.g., p=.02 rather than p

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_11	Publication contents-Precise p-values when possible (e.g., p=.02 rather than p	numeric	32	215	247	0.71	0.45	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q24_12

Publication contents-None of the above

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q24_12	Publication contents-None of the above	numeric	32	215	247	0.0047	0.068	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q25_1_1

Files created/made publicly available-Created-A clean version of data used for analyses

Distribution

34 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_1_1	Files created/made publicly available-Created-A clean version of data used for analyses	numeric	34	213	247	0.64	0.48	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q25_1_2

Files created/made publicly available-Created-Clean statistical code for results included in the publication

Distribution

34 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_1_2	Files created/made publicly available-Created-Clean statistical code for results included in the publication	numeric	34	213	247	0.48	0.5	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q25_1_3

Files created/made publicly available-Created-A project directory with data and/or statistical code used for the publication

Distribution

34 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_1_3	Files created/made publicly available-Created-A project directory with data and/or statistical code used for the publication	numeric	34	213	247	0.45	0.5	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q25_1_4

Files created/made publicly available-Created-A readme file explaining the data and/or statistical code

Distribution

34 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_1_4	Files created/made publicly available-Created-A readme file explaining the data and/or statistical code	numeric	34	213	247	0.25	0.44	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q25_1_5

Files created/made publicly available-Created-None of the above

Distribution

34 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_1_5	Files created/made publicly available-Created-None of the above	numeric	34	213	247	0.25	0.44	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q25_2_1

Files created/made publicly available-Made publicly available-A clean version of data used for analyses

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_2_1	Files created/made publicly available-Made publicly available-A clean version of data used for analyses	numeric	32	215	247	0.12	0.32	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q25_2_2

Files created/made publicly available-Made publicly available-Clean statistical code for results included in the publication

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_2_2	Files created/made publicly available-Made publicly available-Clean statistical code for results included in the publication	numeric	32	215	247	0.093	0.29	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q25_2_3

Files created/made publicly available-Made publicly available-A project directory with data and/or statistical code used for the publication

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_2_3	Files created/made publicly available-Made publicly available-A project directory with data and/or statistical code used for the publication	numeric	32	215	247	0.065	0.25	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q25_2_4

Files created/made publicly available-Made publicly available-A readme file explaining the data and/or statistical code

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_2_4	Files created/made publicly available-Made publicly available-A readme file explaining the data and/or statistical code	numeric	32	215	247	0.07	0.26	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q25_2_5

Files created/made publicly available-Made publicly available-None of the above

Distribution

32 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q25_2_5	Files created/made publicly available-Made publicly available-None of the above	numeric	32	215	247	0.83	0.37	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q26

Have you ever made your statistical code publicly available?

Distribution

53 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q26	Have you ever made your statistical code publicly available?	numeric	1. Yes, 2. No	53	194	247	1.89	0.32	1	2	2	2	2	<U+	2581><	U+2581> F8.0 0

Value labels

Yes: 1
No: 2

Q27

Have you ever published with public data?

Distribution

75 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q27	Have you ever published with public data?	numeric	1. Yes, 2. No	75	172	247	1.73	0.45	1	1	2	2	2	<U+	2581><	U+2581> F8.0 0

Value labels

Yes: 1
No: 2

Q28_1_1

Required to make publicly available?-Data-Yes, by a funder

Distribution

211 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_1_1	Required to make publicly available?-Data-Yes, by a funder	numeric	211	36	247	0.19	0.4	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_1_2

Required to make publicly available?-Data-Yes, by the journal

Distribution

211 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_1_2	Required to make publicly available?-Data-Yes, by the journal	numeric	211	36	247	0.083	0.28	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_1_3

Required to make publicly available?-Data-Yes, by my employer

Distribution

211 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_1_3	Required to make publicly available?-Data-Yes, by my employer	numeric	211	36	247	0.19	0.4	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_1_4

Required to make publicly available?-Data-Yes, by my research team

Distribution

211 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_1_4	Required to make publicly available?-Data-Yes, by my research team	numeric	211	36	247	0.14	0.35	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_1_5

Required to make publicly available?-Data-No, it was not required

Distribution

211 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_1_5	Required to make publicly available?-Data-No, it was not required	numeric	211	36	247	0.5	0.51	0	0	0.5	1	1	<U+	2581><	U+2581> F8.0 0

Q28_2_1

Required to make publicly available?-Statistical code-Yes, by a funder

Distribution

213 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_2_1	Required to make publicly available?-Statistical code-Yes, by a funder	numeric	213	34	247	0.088	0.29	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_2_2

Required to make publicly available?-Statistical code-Yes, by the journal

Distribution

213 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_2_2	Required to make publicly available?-Statistical code-Yes, by the journal	numeric	213	34	247	0.059	0.24	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_2_3

Required to make publicly available?-Statistical code-Yes, by my employer

Distribution

213 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_2_3	Required to make publicly available?-Statistical code-Yes, by my employer	numeric	213	34	247	0.059	0.24	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_2_4

Required to make publicly available?-Statistical code-Yes, by my research team

Distribution

213 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_2_4	Required to make publicly available?-Statistical code-Yes, by my research team	numeric	213	34	247	0.12	0.33	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q28_2_5

Required to make publicly available?-Statistical code-No, it was not required

Distribution

213 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q28_2_5	Required to make publicly available?-Statistical code-No, it was not required	numeric	213	34	247	0.79	0.41	0	1	1	1	1	<U+	2581><	U+2581> F8.0 0

Q29

Code development

Distribution

52 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q29	Code development	numeric	1. The code was developed by one person working alone, 2. The code was developed by one person and other people checked the code (co-pilot strategy), 3. Code was developed in separate files by two or more people independently and then compared before choosing one or a combination of the two (i.e., parallel code development), 4. Code was developed by two or more people working together on the same coding file	52	195	247	1.9	0.97	1	1	2	2	4	<U+	2581><	U+2581> F8.0 0

Value labels

The code was developed by one person working alone: 1
The code was developed by one person and other people checked the code (co-pilot strategy): 2
Code was developed in separate files by two or more people independently and then compared before choosing one or a combination of the two (i.e., parallel code development): 3
Code was developed by two or more people working together on the same coding file: 4

Q30

Research reproducibility facilitators and barriers

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q30	Research reproducibility facilitators and barriers	numeric	33	214	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Q31_1

Reproducible research facilitators-Additional human and financial resources

Distribution

36 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q31_1	Reproducible research facilitators-Additional human and financial resources	numeric	36	211	247	0.27	0.45	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q31_2

Reproducible research facilitators-Training on reproducible research practices

Distribution

36 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q31_2	Reproducible research facilitators-Training on reproducible research practices	numeric	36	211	247	0.52	0.5	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q31_3

Reproducible research facilitators-Requirements by funders to disseminate data and statistical code

Distribution

36 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q31_3	Reproducible research facilitators-Requirements by funders to disseminate data and statistical code	numeric	36	211	247	0.41	0.49	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q31_4

Reproducible research facilitators-Requirements by journals to include access to data and statistical code

Distribution

36 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q31_4	Reproducible research facilitators-Requirements by journals to include access to data and statistical code	numeric	36	211	247	0.45	0.5	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q31_5

Reproducible research facilitators-Workplace incentives (e.g., pay increases or more credit toward tenure for reproducible/reproduced work)

Distribution

36 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q31_5	Reproducible research facilitators-Workplace incentives (e.g., pay increases or more credit toward tenure for reproducible/reproduced work)	numeric	36	211	247	0.15	0.36	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q31_6

Reproducible research facilitators-Something else (please specify):

Distribution

36 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q31_6	Reproducible research facilitators-Something else (please specify):	numeric	36	211	247	0.1	0.3	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q31_6_TEXT

Reproducible research facilitators-Something else (please specify):-TEXT

Distribution

## 21  unique, categorical values, so not shown.

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q31_6_TEXT	Reproducible research facilitators-Something else (please specify):-TEXT	character	0	247	247	227	21	0	295	A255	0

Q32_1

Reproducible research barriers-Lack of time

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_1	Reproducible research barriers-Lack of time	numeric	33	214	247	0.41	0.49	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q32_2

Reproducible research barriers-Lack of knowledge/training on reproducible research practices

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_2	Reproducible research barriers-Lack of knowledge/training on reproducible research practices	numeric	33	214	247	0.24	0.43	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q32_3

Reproducible research barriers-Data privacy

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_3	Reproducible research barriers-Data privacy	numeric	33	214	247	0.5	0.5	0	0	0.5	1	1	<U+	2581><	U+2581> F8.0 0

Q32_4

Reproducible research barriers-Intellectual property concerns

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_4	Reproducible research barriers-Intellectual property concerns	numeric	33	214	247	0.33	0.47	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q32_5

Reproducible research barriers-Professional competition

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_5	Reproducible research barriers-Professional competition	numeric	33	214	247	0.17	0.37	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q32_6

Reproducible research barriers-Concerns of errors being discovered

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_6	Reproducible research barriers-Concerns of errors being discovered	numeric	33	214	247	0.12	0.33	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q32_7

Reproducible research barriers-Lack of incentive

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_7	Reproducible research barriers-Lack of incentive	numeric	33	214	247	0.2	0.4	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q32_8

Reproducible research barriers-Something else (please specify):

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_8	Reproducible research barriers-Something else (please specify):	numeric	33	214	247	0.042	0.2	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q32_8_TEXT

Reproducible research barriers-Something else (please specify):-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q32_8_TEXT	Reproducible research barriers-Something else (please specify):-TEXT	character	0	247	247	238	10	0	104	A255	0

Q32_9

Reproducible research barriers-No barriers experienced

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_9	Reproducible research barriers-No barriers experienced	numeric	33	214	247	0.0047	0.068	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q32_10

Reproducible research barriers-I have not tried to make data or statistical code available

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q32_10	Reproducible research barriers-I have not tried to make data or statistical code available	numeric	33	214	247	0.28	0.45	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q33

If training were available on reproducible research practices, how likely are you to participate?

Distribution

33 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q33	If training were available on reproducible research practices, how likely are you to participate?	numeric	1. Very likely, 2. Somewhat likely, 3. Somewhat unlikely, 4. Very unlikely	33	214	247	1.77	0.77	1	1	2	2	4	<U+	2581><	U+2581> F8.0 0

Value labels

Very likely: 1
Somewhat likely: 2
Somewhat unlikely: 3
Very unlikely: 4

Q34_1

Training format preference-In-person workshop or short course

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_1	Training format preference-In-person workshop or short course	numeric	62	185	247	0.42	0.5	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q34_2

Training format preference-In-person one-on-one assistance

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_2	Training format preference-In-person one-on-one assistance	numeric	62	185	247	0.1	0.3	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q34_3

Training format preference-Online asynchronous course

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_3	Training format preference-Online asynchronous course	numeric	62	185	247	0.34	0.47	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q34_4

Training format preference-Online live webinar

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_4	Training format preference-Online live webinar	numeric	62	185	247	0.43	0.5	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q34_5

Training format preference-Documents (e.g., manual, collection of resources, checklists, etc)

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_5	Training format preference-Documents (e.g., manual, collection of resources, checklists, etc)	numeric	62	185	247	0.43	0.5	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q34_6

Training format preference-Blog or other living web presence

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_6	Training format preference-Blog or other living web presence	numeric	62	185	247	0.086	0.28	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q34_7

Training format preference-Social media site

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_7	Training format preference-Social media site	numeric	62	185	247	0.022	0.15	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q34_8

Training format preference-Something else (please specify):

Distribution

62 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q34_8	Training format preference-Something else (please specify):	numeric	62	185	247	0.0054	0.074	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q34_8_TEXT

Training format preference-Something else (please specify):-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q34_8_TEXT	Training format preference-Something else (please specify):-TEXT	character	0	247	247	246	2	0	22	A255	0

Q35

Participant characteristics

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q35	Participant characteristics	numeric	33	214	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Q36

Identify the statistical software you use the most often:

Distribution

33 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q36	Identify the statistical software you use the most often:	numeric	1. Excel, 2. M-Plus, 3. MatLab, 4. Python, 5. R, 6. SAS, 7. SPSS, 8. Stata, 9. Other (please specify)	33	214	247	6.15	1.86	1	6	6	7	9	<U+	2581><	U+2582> F8.0 0

Value labels

Excel: 1
M-Plus: 2
MatLab: 3
Python: 4
R: 5
SAS: 6
SPSS: 7
Stata: 8
Other (please specify): 9

Q36_TEXT

Identify the statistical software you use the most often:-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q36_TEXT	Identify the statistical software you use the most often:-TEXT	character	0	247	247	239	9	0	75	A255	0

Q37_1

Top 2 resources-Software user manual(s)

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_1	Top 2 resources-Software user manual(s)	numeric	33	214	247	0.34	0.47	0	0	0	1	1	<U+	2581><	U+2581> F8.0 0

Q37_2

Top 2 resources-Textbook or reference book

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_2	Top 2 resources-Textbook or reference book	numeric	33	214	247	0.22	0.42	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_3

Top 2 resources-Internet search (i.e. Google)

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_3	Top 2 resources-Internet search (i.e. Google)	numeric	33	214	247	0.7	0.46	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q37_4

Top 2 resources-YouTube video demonstration or something similar

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_4	Top 2 resources-YouTube video demonstration or something similar	numeric	33	214	247	0.14	0.35	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_5

Top 2 resources-In-person one-on-one help

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_5	Top 2 resources-In-person one-on-one help	numeric	33	214	247	0.12	0.33	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_6

Top 2 resources-Email help

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_6	Top 2 resources-Email help	numeric	33	214	247	0.028	0.17	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_7

Top 2 resources-Help via a chat feature (gchat or similar)

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_7	Top 2 resources-Help via a chat feature (gchat or similar)	numeric	33	214	247	0.014	0.12	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_8

Top 2 resources-Online training or course

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_8	Top 2 resources-Online training or course	numeric	33	214	247	0.037	0.19	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_9

Top 2 resources-In-person training or course

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_9	Top 2 resources-In-person training or course	numeric	33	214	247	0.047	0.21	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_10

Top 2 resources-Websites, blogs (i.e. Stack Exchange)

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_10	Top 2 resources-Websites, blogs (i.e. Stack Exchange)	numeric	33	214	247	0.23	0.42	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_11

Top 2 resources-Something else (specify):

Distribution

33 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q37_11	Top 2 resources-Something else (specify):	numeric	33	214	247	0.037	0.19	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q37_11_TEXT

Top 2 resources-Something else (specify):-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q37_11_TEXT	Top 2 resources-Something else (specify):-TEXT	character	0	247	247	239	9	0	80	A255	0

Q38

Degree

Distribution

33 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q38	Degree	numeric	1. PhD, 2. MD, 3. MD/PhD, 4. DrPH, 5. DSc, 6. EdD, 7. MPH, 8. MSW, 9. MS or MSc, 10. MRes or MPhil, 11. MA, 12. MBA, 13. MAT, 14. BS, 15. BA, 16. Something else (please specify):	33	214	247	5.26	4.43	1	1	4.5	7	16	<U+	2581><	U+2585> F8.0 0

Value labels

PhD: 1
MD: 2
MD/PhD: 3
DrPH: 4
DSc: 5
EdD: 6
MPH: 7
MSW: 8
MS or MSc: 9
MRes or MPhil: 10
MA: 11
MBA: 12
MAT: 13
BS: 14
BA: 15
Something else (please specify):: 16

Q38_TEXT

Degree-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q38_TEXT	Degree-TEXT	character	0	247	247	240	7	0	43	A255	0

Q39

Degree field

Distribution

## 84  unique, categorical values, so not shown.

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q39	Degree field	character	0	247	247	38	84	0	46	A255	0

Q40

Job title

Distribution

## 136  unique, categorical values, so not shown.

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q40	Job title	character	0	247	247	39	136	0	114	A255	0

Q41

How long have you been in your current position?

Distribution

36 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q41	How long have you been in your current position?	numeric	1. Less than 1 year, 2. 1-3 years, 3. 4-10 years, 4. More than 10 years	36	211	247	2.48	0.94	1	2	2	3	4	<U+	2581><	U+2581> F8.0 0

Value labels

Less than 1 year: 1
1-3 years: 2
4-10 years: 3
More than 10 years: 4

Q42

What type of organization are you in?

Distribution

36 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q42	What type of organization are you in?	numeric	1. University/school, 2. For-profit, 3. Government, 4. Nonprofit, 5. Something else (please specify):	36	211	247	2	1.27	1	1	1	3	5	<U+	2582><	U+2582> F8.0 0

Value labels

University/school: 1
For-profit: 2
Government: 3
Nonprofit: 4
Something else (please specify):: 5

Q42_TEXT

What type of organization are you in?-TEXT

Distribution

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q42_TEXT	What type of organization are you in?-TEXT	character	0	247	247	241	7	0	65	A255	0

Q43

Gender

Distribution

37 missings.

Summary statistics

name	label	data_type	value_labels	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q43	Gender	numeric	1. Male, 2. Female, 3. Transgender, 4. Do not identify as female, male, or transgender	37	210	247	1.63	0.55	1	1	2	2	4	<U+	2581><	U+2581> F8.0 0

Value labels

Male: 1
Female: 2
Transgender: 3
Do not identify as female, male, or transgender: 4

Q44_1

Race/ethnicity-White

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_1	Race/ethnicity-White	numeric	40	207	247	0.73	0.44	0	0	1	1	1	<U+	2581><	U+2581> F8.0 0

Q44_2

Race/ethnicity-Hispanic, Latino, or Spanish origin

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_2	Race/ethnicity-Hispanic, Latino, or Spanish origin	numeric	40	207	247	0.077	0.27	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q44_3

Race/ethnicity-Black or African American

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_3	Race/ethnicity-Black or African American	numeric	40	207	247	0.072	0.26	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q44_4

Race/ethnicity-Asian

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_4	Race/ethnicity-Asian	numeric	40	207	247	0.13	0.34	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q44_5

Race/ethnicity-American Indian or Alaska Native

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_5	Race/ethnicity-American Indian or Alaska Native	numeric	40	207	247	0.034	0.18	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q44_6

Race/ethnicity-Middle Eastern or North African

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_6	Race/ethnicity-Middle Eastern or North African	numeric	40	207	247	0.034	0.18	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q44_7

Race/ethnicity-Native Hawaiian or Other Pacific Islander

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_7	Race/ethnicity-Native Hawaiian or Other Pacific Islander	numeric	40	207	247	0.0048	0.07	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q44_8

Race/ethnicity-Some other race, ethnicity, or origin

Distribution

40 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q44_8	Race/ethnicity-Some other race, ethnicity, or origin	numeric	40	207	247	0.034	0.18	0	0	0	0	1	<U+	2581><	U+2581> F8.0 0

Q45

Age

Distribution

50 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q45	Age	numeric	50	197	247	40.1	13.68	22	30	36	49	99.8	<U+	2586><	U+2582> F8.2 0

Q46

Suggestions

Distribution

## 52  unique, categorical values, so not shown.

0 missings.

Summary statistics

name	label	data_type	missing	complete	n	empty	n_unique	min	max	format.spss	display_width
Q46	Suggestions	character	0	247	247	190	52	0	1701	A255	0

Q47

Thanks message

Distribution

38 missings.

Summary statistics

name	label	data_type	missing	complete	n	mean	sd	p0	p25	p50	p75	p100	hist	format.spss	display_width
Q47	Thanks message	numeric	38	209	247	1	0	1	1	1	1	1	<U+	2581><	U+2587> F8.0 0

Missingness report

Among those who finished the survey. Only variables that have missings are shown.

Table continues below
description	Q7_1_1	Q7_1_2	Q7_1_3	Q7_1_4	Q7_1_5
Missings per variable	21	21	21	21	21
Missings in 33 variables	1	1	1	1	1
Missings in 11 variables	1	1	1	1	1
Missings in 167 variables	0	0	0	0	0
Missings in 42 variables	1	1	1	1	1
Missings in 44 variables	1	1	1	1	1
Missings in 67 variables	1	1	1	1	1
Missings in 20 variables	1	1	1	1	1
Missings in 34 variables	1	1	1	1	1
Missings in 23 variables	1	1	1	1	1
Missings in 50 variables	1	1	1	1	1
Missings in 25 variables	1	1	1	1	1
Missings in 35 variables	1	1	1	1	1
Missings in 19 variables	1	1	1	1	1
Missings in 66 variables	1	1	1	1	1
Missings in 12 variables	1	1	1	1	1
Missings in 41 variables	1	1	1	1	1
Missings in 149 variables	1	1	1	1	1
62 other, less frequent patterns	60	60	60	60	60

Table continues below
Q7_1_6	Q8_1_1	Q8_1_2	Q7_2_1	Q7_2_2	Q7_2_3	Q7_2_4	Q7_2_5	Q7_2_6
21	21	21	23	23	23	23	23	23
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
60	60	60	58	58	58	58	58	58

Table continues below
Q9_1	Q10_1_1	Q10_1_2	Q10_1_3	Q11_1	Q12_1	Q12_2	Q14	Q23	Q24_1
23	26	26	26	26	27	27	29	32	32
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	0	0	0	0	0	0	0	0	0
59	59	59	59	59	58	58	56	53	53

Table continues below
Q24_2	Q24_3	Q24_4	Q24_5	Q24_6	Q24_7	Q24_8	Q24_9	Q24_10
32	32	32	32	32	32	32	32	32
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	53	53

Table continues below
Q24_11	Q24_12	Q25_2_1	Q25_2_2	Q25_2_3	Q25_2_4	Q25_2_5	Q30
32	32	32	32	32	32	32	33
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	52

Table continues below
Q32_1	Q32_2	Q32_3	Q32_4	Q32_5	Q32_6	Q32_7	Q32_8	Q32_9	Q32_10
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Table continues below
Q33	Q35	Q36	Q37_1	Q37_2	Q37_3	Q37_4	Q37_5	Q37_6	Q37_7
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Table continues below
Q37_8	Q37_9	Q37_10	Q37_11	Q38	Q25_1_1	Q25_1_2	Q25_1_3	Q25_1_4
33	33	33	33	33	34	34	34	34
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
52	52	52	52	52	51	51	51	51

Table continues below
Q25_1_5	Q31_1	Q31_2	Q31_3	Q31_4	Q31_5	Q31_6	Q41	Q42	Q43
34	36	36	36	36	36	36	36	36	37
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
51	49	49	49	49	49	49	49	49	48

Table continues below
Q47	Q44_1	Q44_2	Q44_3	Q44_4	Q44_5	Q44_6	Q44_7	Q44_8	Q8_2_1
38	40	40	40	40	40	40	40	40	44
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
47	45	45	45	45	45	45	45	45	53

Table continues below
Q8_2_2	Q9_2	Q11_2	Q10_2_1	Q10_2_2	Q10_2_3	Q13	Q15	Q17	Q45
44	45	48	49	49	49	49	49	49	50
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	0	0	0	0	0	0	0	0
53	53	53	52	52	52	52	52	52	35

Table continues below
Q22_1	Q22_2	Q22_3	Q22_4	Q22_5	Q22_6	Q22_7	Q22_8	Q22_9	Q22_10
52	52	52	52	52	52	52	52	52	52
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
49	49	49	49	49	49	49	49	49	49

Table continues below
Q29	Q22_11	Q22_12	Q26	Q34_1	Q34_2	Q34_3	Q34_4	Q34_5	Q34_6
52	53	53	53	62	62	62	62	62	62
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	0	0	0	0	0	0
1	1	1	0	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	0	0	0	0	0	0
0	0	0	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
49	48	48	40	38	38	38	38	38	38

Table continues below
Q34_7	Q34_8	Q27	Q19	Q18	Q16_1	Q16_2	Q16_3	Q16_4	Q16_5
62	62	75	80	81	115	115	115	115	115
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	0	0	0	0	0
1	1	1	0	0	0	0	0	0	0
1	1	1	0	0	0	0	0	0	0
1	1	1	1	1	0	0	0	0	0
1	1	0	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	1	1	1	0	0	0	0	0
1	1	0	1	1	1	1	1	1	1
1	1	1	0	0	1	1	1	1	1
0	0	1	1	1	1	1	1	1	1
1	1	1	0	0	0	0	0	0	0
1	1	0	1	1	1	1	1	1	1
0	0	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
38	38	31	42	41	33	33	33	33	33

Table continues below
Q16_6	Q16_7	Q16_8	Q16_9	Q21_1	Q21_2	Q21_3	Q21_4	Q21_5	Q21_6
115	115	115	115	187	187	187	187	187	187
1	1	1	1	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	1	1	1	1	1	1
1	1	1	1	0	0	0	0	0	0
1	1	1	1	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
1	1	1	1	0	0	0	0	0	0
1	1	1	1	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
33	33	33	33	21	21	21	21	21	21

Table continues below
Q21_7	Q21_8	Q20_1	Q20_2	Q20_3	Q20_4	Q20_5	Q20_6	Q20_7	Q20_8
187	187	188	188	188	188	188	188	188	188
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0	0	0
21	21	20	20	20	20	20	20	20	20

Table continues below
Q20_9	Q20_10	Q20_11	Q20_12	Q20_13	Q20_14	Q28_1_1	Q28_1_2
188	188	188	188	188	188	211	211
0	0	0	0	0	0	0	0
1	1	1	1	1	1	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
1	1	1	1	1	1	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	1	1
0	0	0	0	0	0	0	0
0	0	0	0	0	0	1	1
0	0	0	0	0	0	0	0
1	1	1	1	1	1	0	0
0	0	0	0	0	0	0	0
1	1	1	1	1	1	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
20	20	20	20	20	20	22	22

Table continues below
Q28_1_3	Q28_1_4	Q28_1_5	Q28_2_1	Q28_2_2	Q28_2_3	Q28_2_4	Q28_2_5
211	211	211	213	213	213	213	213
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
0	0	0	0	0	0	0	0
22	22	22	20	20	20	20	20

Q5	var_miss	n_miss
233	12307	12307
0	33	40
0	11	22
0	167	19
0	42	16
0	44	14
0	67	12
0	20	9
0	34	7
0	23	6
0	50	6
0	25	6
0	35	5
0	19	4
1	66	4
0	12	3
0	41	3
0	149	3
10	3034	68

Q7_1_6	Q8_1_1	Q8_1_2	Q7_2_1	Q7_2_2	Q7_2_3	Q7_2_4	Q7_2_5	Q7_2_6
21	21	21	23	23	23	23	23	23
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
60	60	60	58	58	58	58	58	58

Q9_1	Q10_1_1	Q10_1_2	Q10_1_3	Q11_1	Q12_1	Q12_2	Q14	Q23	Q24_1
23	26	26	26	26	27	27	29	32	32
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	0	0	0	0	0	0	0	0	0
59	59	59	59	59	58	58	56	53	53

Q24_2	Q24_3	Q24_4	Q24_5	Q24_6	Q24_7	Q24_8	Q24_9	Q24_10
32	32	32	32	32	32	32	32	32
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	53	53

Q24_11	Q24_12	Q25_2_1	Q25_2_2	Q25_2_3	Q25_2_4	Q25_2_5	Q30
32	32	32	32	32	32	32	33
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	52

Q32_1	Q32_2	Q32_3	Q32_4	Q32_5	Q32_6	Q32_7	Q32_8	Q32_9	Q32_10
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Q33	Q35	Q36	Q37_1	Q37_2	Q37_3	Q37_4	Q37_5	Q37_6	Q37_7
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Q37_8	Q37_9	Q37_10	Q37_11	Q38	Q25_1_1	Q25_1_2	Q25_1_3	Q25_1_4
33	33	33	33	33	34	34	34	34
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
52	52	52	52	52	51	51	51	51

Q25_1_5	Q31_1	Q31_2	Q31_3	Q31_4	Q31_5	Q31_6	Q41	Q42	Q43
34	36	36	36	36	36	36	36	36	37
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
51	49	49	49	49	49	49	49	49	48

Q47	Q44_1	Q44_2	Q44_3	Q44_4	Q44_5	Q44_6	Q44_7	Q44_8	Q8_2_1
38	40	40	40	40	40	40	40	40	44
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
47	45	45	45	45	45	45	45	45	53

Q8_2_2	Q9_2	Q11_2	Q10_2_1	Q10_2_2	Q10_2_3	Q13	Q15	Q17	Q45
44	45	48	49	49	49	49	49	49	50
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	0	0	0	0	0	0	0	0
53	53	53	52	52	52	52	52	52	35

Q7_1_6	Q8_1_1	Q8_1_2	Q7_2_1	Q7_2_2	Q7_2_3	Q7_2_4	Q7_2_5	Q7_2_6
21	21	21	23	23	23	23	23	23
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
60	60	60	58	58	58	58	58	58

Q9_1	Q10_1_1	Q10_1_2	Q10_1_3	Q11_1	Q12_1	Q12_2	Q14	Q23	Q24_1
23	26	26	26	26	27	27	29	32	32
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	0	0	0	0	0	0	0	0	0
59	59	59	59	59	58	58	56	53	53

Q24_2	Q24_3	Q24_4	Q24_5	Q24_6	Q24_7	Q24_8	Q24_9	Q24_10
32	32	32	32	32	32	32	32	32
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	53	53

Q24_11	Q24_12	Q25_2_1	Q25_2_2	Q25_2_3	Q25_2_4	Q25_2_5	Q30
32	32	32	32	32	32	32	33
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	52

Q32_1	Q32_2	Q32_3	Q32_4	Q32_5	Q32_6	Q32_7	Q32_8	Q32_9	Q32_10
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Q33	Q35	Q36	Q37_1	Q37_2	Q37_3	Q37_4	Q37_5	Q37_6	Q37_7
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Q37_8	Q37_9	Q37_10	Q37_11	Q38	Q25_1_1	Q25_1_2	Q25_1_3	Q25_1_4
33	33	33	33	33	34	34	34	34
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
52	52	52	52	52	51	51	51	51

Q25_1_5	Q31_1	Q31_2	Q31_3	Q31_4	Q31_5	Q31_6	Q41	Q42	Q43
34	36	36	36	36	36	36	36	36	37
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
51	49	49	49	49	49	49	49	49	48

Q47	Q44_1	Q44_2	Q44_3	Q44_4	Q44_5	Q44_6	Q44_7	Q44_8	Q8_2_1
38	40	40	40	40	40	40	40	40	44
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
47	45	45	45	45	45	45	45	45	53

Q8_2_2	Q9_2	Q11_2	Q10_2_1	Q10_2_2	Q10_2_3	Q13	Q15	Q17	Q45
44	45	48	49	49	49	49	49	49	50
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	0	0	0	0	0	0	0	0
53	53	53	52	52	52	52	52	52	35

Automatic Codebook Example

Introduction

Items

ID

Distribution

Summary statistics

Source

Distribution

Summary statistics

Value labels

StartDate

Distribution

Summary statistics

EndDate

Distribution

Summary statistics

Finished

Distribution

Summary statistics

Q2

Distribution

Summary statistics

Q3

Distribution

Summary statistics

Q4_1

Distribution

Summary statistics

Q4_2

Distribution

Summary statistics

Q4_3

Distribution

Summary statistics

Q4_4

Distribution

Summary statistics

Q4_5

Distribution

Summary statistics

Q4_6

Distribution

Summary statistics

Q5

Distribution

Summary statistics

Value labels

Q7_1_1

Distribution

Summary statistics

Q7_1_2

Distribution

Summary statistics

Q7_1_3

Distribution

Summary statistics

Q7_1_4

Distribution

Summary statistics

Q7_1_5

Distribution

Summary statistics

Q7_1_6

Distribution

Summary statistics

Q7_2_1

Distribution

Summary statistics

Q7_2_2

Distribution

Summary statistics

Q7_2_3

Distribution

Summary statistics

Q7_2_4

Distribution

Summary statistics

Q7_2_5

Distribution

Summary statistics

Q7_1_6	Q8_1_1	Q8_1_2	Q7_2_1	Q7_2_2	Q7_2_3	Q7_2_4	Q7_2_5	Q7_2_6
21	21	21	23	23	23	23	23	23
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
60	60	60	58	58	58	58	58	58

Q9_1	Q10_1_1	Q10_1_2	Q10_1_3	Q11_1	Q12_1	Q12_2	Q14	Q23	Q24_1
23	26	26	26	26	27	27	29	32	32
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	0	0	0	0	0	0	0	0	0
59	59	59	59	59	58	58	56	53	53

Q24_2	Q24_3	Q24_4	Q24_5	Q24_6	Q24_7	Q24_8	Q24_9	Q24_10
32	32	32	32	32	32	32	32	32
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	53	53

Q24_11	Q24_12	Q25_2_1	Q25_2_2	Q25_2_3	Q25_2_4	Q25_2_5	Q30
32	32	32	32	32	32	32	33
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0
53	53	53	53	53	53	53	52

Q32_1	Q32_2	Q32_3	Q32_4	Q32_5	Q32_6	Q32_7	Q32_8	Q32_9	Q32_10
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Q33	Q35	Q36	Q37_1	Q37_2	Q37_3	Q37_4	Q37_5	Q37_6	Q37_7
33	33	33	33	33	33	33	33	33	33
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
52	52	52	52	52	52	52	52	52	52

Q37_8	Q37_9	Q37_10	Q37_11	Q38	Q25_1_1	Q25_1_2	Q25_1_3	Q25_1_4
33	33	33	33	33	34	34	34	34
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0
52	52	52	52	52	51	51	51	51

Q25_1_5	Q31_1	Q31_2	Q31_3	Q31_4	Q31_5	Q31_6	Q41	Q42	Q43
34	36	36	36	36	36	36	36	36	37
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
51	49	49	49	49	49	49	49	49	48

Q47	Q44_1	Q44_2	Q44_3	Q44_4	Q44_5	Q44_6	Q44_7	Q44_8	Q8_2_1
38	40	40	40	40	40	40	40	40	44
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
47	45	45	45	45	45	45	45	45	53

Q8_2_2	Q9_2	Q11_2	Q10_2_1	Q10_2_2	Q10_2_3	Q13	Q15	Q17	Q45
44	45	48	49	49	49	49	49	49	50
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	0
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
0	0	0	0	0	0	0	0	0	1
1	1	1	1	1	1	1	1	1	1
1	1	1	1	1	1	1	1	1	1
1	1	0	0	0	0	0	0	0	0
53	53	53	52	52	52	52	52	52	35